Constrained self-organizing feature map to preserve feature extraction topology

In many classification problems, it is necessary to consider the specific location of an n-dimensional space from which features have been calculated. For example, considering the location of features extracted from specific areas of a two-dimensional space, as an image, could improve the understanding of a scene for a video surveillance system. In the same way, the same features extracted from different locations could mean different actions for a 3D HCI system. In this paper, we present a self-organizing feature map able to preserve the topology of locations of an n-dimensional space in which the vector of features have been extracted. The main contribution is to implicitly preserving the topology of the original space because considering the locations of the extracted features and their topology could ease the solution to certain problems. Specifically, the paper proposes the n-dimensional constrained self-organizing map preserving the input topology (nD-SOM-PINT). Features in adjacent areas of the n-dimensional space, used to extract the feature vectors, are explicitly in adjacent areas of the nD-SOM-PINT constraining the neural network structure and learning. As a study case, the neural network has been instantiate to represent and classify features as trajectories extracted from a sequence of images into a high level of semantic understanding. Experiments have been thoroughly carried out using the CAVIAR datasets (Corridor, Frontal and Inria) taken into account the global behaviour of an individual in order to validate the ability to preserve the topology of the two-dimensional space to obtain high-performance classification for trajectory classification in contrast of non-considering the location of features. Moreover, a brief example has been included to focus on validate the nD-SOM-PINT proposal in other domain than the individual trajectory. Results confirm the high accuracy of the nD-SOM-PINT outperforming previous methods aimed to classify the same datasets.

Selbstbestimmung und Parteien in Südtirol: Territoriale und europäische Parteistrategien zwischen Autonomie und Sezession = Self-determination and parties in South Tyrol: Territorial and European party strategies between autonomy and secession. EDAP Paper 03/2016 03/2016

Since the final conflict settlement between Italy and Austria in 1992, ethnic politics in South Tyrol experienced insightful transformations. The consociational political system, which was implemented to tame centrifugal tendencies, has been losing its balance over the last decade, with proautonomy stances ceding ground to secessionist pressure in the Germanspeaking intra-ethnic arena. Adopting a contextual and strategic perspective on self-determination, this article traces the evolution of ethno-regionalist party strategies on the territorial and European dimension of party competition through a quantitative and qualitative content analysis of their electoral manifestos in the period between 1993 and 2013. In line with newest research on party strategies, the article empirically shows the strategic capacity of ethnic minority parties to challenge each other not only by shifting their positions on the different issue dimensions but also by the reframing of issues. While the increasing competition on the center-periphery axis leads to a new territorial frame, the rise of secessionism is accompagned by an end to the pro-European elite consensus.

The daughter of the storage [electronic resource] : and other things in prose and verse /

The daughter of the storage.--A presentiment.--Captain Dunlevy's last trip.--The return to favor.--Somebody's mother.--The face at the window.--An experience.--The boarders.--Breakfast is my best meal.--The mother-bird.--The amigo.--Black Cross farm.--The critical bookstore.--A feast of reason.--City and country in the fall.--Table talk.--The escapade of a grandfather.--Self-sacrifice: a farce-tragedy.--The night before Christmas.

Self-diffusion of metals and associated phenomena :

"Contract AT-30-1-GEN-367."

Godfrey Weber's General music teacher : adapted to self-instruction, both for teachers and learners; embracing also an extensive dictionary of musical terms.

Uniform with the author's "Attempt at a systematically arranged theory of musical composition", Boston, Wilkins & Carter, 1841-46, To which it forms an introduction. The "Theory of musical composition" includes an index to both works.

A combined analysis of two randomized controlled trials evaluating the effect of Mindfulness-Based Stress Reduction on self-reported emotional experience and physiological symptoms among Veterans with Posttraumatic Stress Disorder

Thesis (Master's)--University of Washington, 2016-06

Social Support Networks and Self-Efficacy of Peruvian Women Diagnosed with Cancer: A Biocultural Analysis of Health Behavior Constructs

Thesis (Ph.D.)--University of Washington, 2016-06

Controlling Long-Range Ordered Self-assembly of Solid-Binding Peptide Monolayers on Atomically Flat Layered Materials

Thesis (Master's)--University of Washington, 2016-06

"What do other people think?" - The role of prejudice and social norms in the expression of opinions against gay men

It is generally acknowledged that it is no longer socially acceptable to espouse prejudiced beliefs, yet prejudiced attitudes and discriminatory behaviours still occur. The present study sought to determine when and by whom prejudiced attitudes would be expressed. Specifically, an experiment was conducted to examine the impact of injunctive social norms emanating from a social group with which participants identified and participants' level of homophobia on the expression of opinions about gay men. Participants were presented with information indicating that the majority of group members agreed with a number of prejudiced injunctive statements (pro-prejudice norm), that the majority disagreed with the statements (anti-prejudice norm), or they were given no information about other group members' opinions (control). Participants then reported their own responses to the same injunctive statements. Participants' levels of homophobia were assessed either before or after they were given the normative information. The results indicated that activation of a pro-prejudice injunctive norm for those higher in homophobia resulted in more prejudiced opinions being expressed in comparison to those who received no normative information or those who had a nonprejudiced norm activated. Those lower in homophobia expressed less prejudiced opinions than those higher in homophobia and this did not differ as a function of social norm. The results demonstrate how prejudice can come to be expressed even in the presence of a broad societal norm that suggests that is it wrong to express such opinions.

Social approval and trait self-esteem

Interpersonal theories of self-esteem that tie self-esteem to perceptions of ones acceptability to other people suggest that self-evaluations should predict global self-esteem to the degree to which an individual believes that a particular attribute is important for social approval. In the present study, participants completed a measure of global self-esteem, rated themselves in five domains, and indicated how important those domains were for approval or disapproval. The results showed that, in four of five domains, the interaction between self-evaluations and the perceived approval-value of that domain aided in the prediction of global self-esteem. Generally, for participants who rated themselves positively in a domain, those who believed that the domain was important in affecting social approval or disapproval had higher self-esteem than those who did not believe it would influence acceptability.

The perceived benefits of the chronic disease self-management program among participants with stroke: A qualitative study

Despite the expense associated with rehabilitation following stroke, dissatisfaction with psychosocial outcomes is common (Thomas & Parry, 1996). The rehabilitation system has been critiqued as lacking a theoretical base for psychosocial interventions (Goldberg, Segal, Berk, Schall, & Gershkoff, 1997). The current paper examines the possible role of the Chronic Disease Self-Management Program ([CDSMP] Lorig, 1996) in contributing to the psychosocial rehabilitation of people with stroke. This paper focuses on the analysis of incidental comments made by participants about a version of the CDSMP, tailored for people with stroke. These comments, collected over an 18-month follow-up period, provide interesting insights into the key aspects of the program. Six informative themes emerged from the more specific comments, namely (1) the importance of social contact and comparison, (2) increased awareness and knowledge about stroke, (3) motivation to pursue goals and activities, (4) a sense of achievement, (5) maintenance of gains, and (6) the paradoxical nature of social support. According to participants, the program was associated with enhanced self-efficacy. Other reported benefits (such as social support and enhanced knowledge) were indirectly associated with the program and appeared to reflect social aspects of the group and its stroke-specific focus. Maintenance of gains made by participants was seen as a crucial issue.

Woodrow Wilson's ''Rhetorical restructuring'': The transformation of the American self and the construction of the German enemy

From a comprehensive study of the public addresses of Woodrow Wilson in the period following the outbreak of the war in Europe in August 1914 to the war's conclusion in June 1919, this essay examines Wilson's transformation of the long-held vision of America as merely a great example of liberty to its embodiment as the self-sacrificing champion of liberty. It will demonstrate how this transformation of the American "self" was inextricably connected to a changing image of the war and the construction of an enemy image of the German government.